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JOURNALS // Problemy Upravleniya // Archive

Probl. Upr., 2014 Issue 2, Pages 39–43 (Mi pu839)

Control in the socio-economic systems

Probabilistic estimation of agent modeling results by example of Schelling segregation model

I. D. Zaytsev

A. P. Ershov Institute of Informatics Systems, Siberian Branch of the Russian Academy of Sciences, Novosibirsk

Abstract: The paper considers one implementation of Schelling racial segregation model. The model formal description and behavior estimation based on correspondence of modeling process and some Markov chain is presented. Proof is built that clearly explains such model behavior. It is shown that methods and statements used in this proof can also be used for other models and systems behavior analysis.

Keywords: multiagent systems, imitation modeling, Schelling segregation model, Markov chains, stationary distribution, log-linear behavioral rule.

UDC: 303.094.7+51-77



© Steklov Math. Inst. of RAS, 2024